Add process/cpu live metrics

sdk/monitor/azure-monitor-opentelemetry-exporter/CHANGELOG.md

@@ -6,6 +6,8 @@
 
 - Add live metrics collection of requests/dependencies/exceptions
     ([#34673](https://github.com/Azure/azure-sdk-for-python/pull/34673))
+- Add live metrics collection of cpu time/process memory
+    ([#34735](https://github.com/Azure/azure-sdk-for-python/pull/34735))
 
 ### Breaking Changes
 

sdk/monitor/azure-monitor-opentelemetry-exporter/azure/monitor/opentelemetry/exporter/_quickpulse/_constants.py

@@ -49,4 +49,4 @@ class _DocumentIngressDocumentType(Enum):
     Event = "Event"
     Trace = "Trace"
 
-# cSpell:disable
+# cSpell:enable

sdk/monitor/azure-monitor-opentelemetry-exporter/azure/monitor/opentelemetry/exporter/_quickpulse/_live_metrics.py

@@ -1,8 +1,13 @@
 # Copyright (c) Microsoft Corporation. All rights reserved.
 # Licensed under the MIT License.
+# cSpell:disable
+
+from typing import Any, Iterable, Optional
+
 import platform
-from typing import Any, Optional
+import psutil
 
+from opentelemetry.metrics import CallbackOptions, Observation
 from opentelemetry.sdk._logs import LogData
 from opentelemetry.sdk.metrics import MeterProvider
 from opentelemetry.sdk.resources import Resource
@@ -13,10 +18,12 @@
 
 from azure.monitor.opentelemetry.exporter._generated.models import ContextTagKeys
 from azure.monitor.opentelemetry.exporter._quickpulse._constants import (
+    _COMMITTED_BYTES_NAME,
     _DEPENDENCY_DURATION_NAME,
     _DEPENDENCY_FAILURE_RATE_NAME,
     _DEPENDENCY_RATE_NAME,
     _EXCEPTION_RATE_NAME,
+    _PROCESSOR_TIME_NAME,
     _REQUEST_DURATION_NAME,
     _REQUEST_FAILURE_RATE_NAME,
     _REQUEST_RATE_NAME,
@@ -43,6 +50,8 @@
 )
 
 
+PROCESS = psutil.Process()
+
 def enable_live_metrics(**kwargs: Any) -> None:
     """Live metrics entry point.
 
@@ -113,6 +122,14 @@ def __init__(self, connection_string: Optional[str], resource: Optional[Resource
             "exc/sec",
             "live metrics exception rate per second"
         )
+        self._process_memory_gauge = self._meter.create_observable_gauge(
+            _COMMITTED_BYTES_NAME[0],
+            [_get_process_memory],
+        )
+        self._processor_time_gauge = self._meter.create_observable_gauge(
+            _PROCESSOR_TIME_NAME[0],
+            [_get_processor_time],
+        )
 
     def _record_span(self, span: ReadableSpan) -> None:
         # Only record if in post state
@@ -150,3 +167,23 @@ def _record_log_record(self, log_data: LogData) -> None:
                     exc_message = log_record.attributes.get(SpanAttributes.EXCEPTION_MESSAGE)
                     if exc_type is not None or exc_message is not None:
                         self._exception_rate_counter.add(1)
+
+
+# pylint: disable=unused-argument
+def _get_process_memory(options: CallbackOptions) -> Iterable[Observation]:
+    # rss is non-swapped physical memory a process has used
+    yield Observation(
+        PROCESS.memory_info().rss,
+        {},
+    )
+
+
+# pylint: disable=unused-argument
+def _get_processor_time(options: CallbackOptions) -> Iterable[Observation]:
+    # Processor time does not include idle time
+    yield Observation(
+        100 - psutil.cpu_times_percent().idle,
+        {},
+    )
+
+# cSpell:enable

sdk/monitor/azure-monitor-opentelemetry-exporter/setup.py

@@ -6,6 +6,7 @@
 # license information.
 # --------------------------------------------------------------------------
 
+# cSpell:disable
 
 import os
 import re
@@ -86,6 +87,7 @@
         "msrest>=0.6.10",
         "opentelemetry-api~=1.21",
         "opentelemetry-sdk~=1.21",
+        "psutil>=5.9.8",
     ],
     entry_points={
         "opentelemetry_traces_exporter": [
@@ -102,3 +104,5 @@
         ]
     }
 )
+
+# cSpell:enable

sdk/monitor/azure-monitor-opentelemetry-exporter/tests/quickpulse/test_live_metrics.py

@@ -1,22 +1,44 @@
 # Copyright (c) Microsoft Corporation. All rights reserved.
 # Licensed under the MIT License.
 
+# cSpell:disable
+
+import collections
 import platform
 import unittest
 from unittest import mock
 
-from opentelemetry.sdk.metrics import MeterProvider
+from opentelemetry.sdk.metrics import (
+    Counter,
+    Histogram,
+    Meter,
+    MeterProvider,
+    ObservableGauge,
+)
 from opentelemetry.sdk.resources import Resource, ResourceAttributes
 from opentelemetry.semconv.trace import SpanAttributes
 from opentelemetry.trace import SpanKind
 
 from azure.monitor.opentelemetry.exporter._generated.models import ContextTagKeys
+from azure.monitor.opentelemetry.exporter._quickpulse._constants import (
+    _COMMITTED_BYTES_NAME,
+    _DEPENDENCY_DURATION_NAME,
+    _DEPENDENCY_FAILURE_RATE_NAME,
+    _DEPENDENCY_RATE_NAME,
+    _EXCEPTION_RATE_NAME,
+    _PROCESSOR_TIME_NAME,
+    _REQUEST_DURATION_NAME,
+    _REQUEST_FAILURE_RATE_NAME,
+    _REQUEST_RATE_NAME,
+)
 from azure.monitor.opentelemetry.exporter._quickpulse._exporter import (
     _QuickpulseExporter,
     _QuickpulseMetricReader,
 )
 from azure.monitor.opentelemetry.exporter._quickpulse._live_metrics import (
     enable_live_metrics,
+    _get_process_memory,
+    _get_processor_time,
     _QuickpulseManager,
 )
 from azure.monitor.opentelemetry.exporter._quickpulse._state import (
@@ -92,6 +114,28 @@ def test_init(self, generator_mock):
         self.assertEqual(qpm._reader._base_monitoring_data_point, qpm._base_monitoring_data_point)
         self.assertTrue(isinstance(qpm._meter_provider, MeterProvider))
         self.assertEqual(qpm._meter_provider._sdk_config.metric_readers, [qpm._reader])
+        self.assertTrue(isinstance(qpm._meter, Meter))
+        self.assertEqual(qpm._meter.name, "azure_monitor_live_metrics")
+        self.assertTrue(isinstance(qpm._request_duration, Histogram))
+        self.assertEqual(qpm._request_duration.name, _REQUEST_DURATION_NAME[0])
+        self.assertTrue(isinstance(qpm._dependency_duration, Histogram))
+        self.assertEqual(qpm._dependency_duration.name, _DEPENDENCY_DURATION_NAME[0])
+        self.assertTrue(isinstance(qpm._request_rate_counter, Counter))
+        self.assertEqual(qpm._request_rate_counter.name, _REQUEST_RATE_NAME[0])
+        self.assertTrue(isinstance(qpm._request_failed_rate_counter, Counter))
+        self.assertEqual(qpm._request_failed_rate_counter.name, _REQUEST_FAILURE_RATE_NAME[0])
+        self.assertTrue(isinstance(qpm._dependency_rate_counter, Counter))
+        self.assertEqual(qpm._dependency_rate_counter.name, _DEPENDENCY_RATE_NAME[0])
+        self.assertTrue(isinstance(qpm._dependency_failure_rate_counter, Counter))
+        self.assertEqual(qpm._dependency_failure_rate_counter.name, _DEPENDENCY_FAILURE_RATE_NAME[0])
+        self.assertTrue(isinstance(qpm._exception_rate_counter, Counter))
+        self.assertEqual(qpm._exception_rate_counter.name, _EXCEPTION_RATE_NAME[0])
+        self.assertTrue(isinstance(qpm._process_memory_gauge, ObservableGauge))
+        self.assertEqual(qpm._process_memory_gauge.name, _COMMITTED_BYTES_NAME[0])
+        self.assertEqual(qpm._process_memory_gauge._callbacks, [_get_process_memory])
+        self.assertTrue(isinstance(qpm._processor_time_gauge, ObservableGauge))
+        self.assertEqual(qpm._processor_time_gauge.name, _PROCESSOR_TIME_NAME[0])
+        self.assertEqual(qpm._processor_time_gauge._callbacks, [_get_processor_time])
 
 
     def test_singleton(self):
@@ -247,3 +291,23 @@ def test_record_log_exception(self, post_state_mock, log_doc_mock, append_doc_mo
         qpm._record_log_record(log_data_mock)
         append_doc_mock.assert_called_once_with(log_record_doc)
         qpm._exception_rate_counter.add.assert_called_once_with(1)
+
+    def test_process_memory(self):
+        with mock.patch("azure.monitor.opentelemetry.exporter._quickpulse._live_metrics.PROCESS") as process_mock:
+            memory = collections.namedtuple('memory', 'rss')
+            pmem = memory(rss=40)
+            process_mock.memory_info.return_value = pmem
+            mem = _get_process_memory(None)
+            obs = next(mem)
+            self.assertEqual(obs.value, 40)
+
+    @mock.patch("psutil.cpu_times_percent")
+    def test_processor_time(self, processor_mock):
+        cpu = collections.namedtuple('cpu', 'idle')
+        cpu_times = cpu(idle=94.5)
+        processor_mock.return_value = cpu_times
+        time = _get_processor_time(None)
+        obs = next(time)
+        self.assertEqual(obs.value, 5.5)
+
+# cSpell:enable

shared_requirements.txt

@@ -17,6 +17,7 @@ azureml-telemetry
 cryptography
 msrestazure
 requests
+psutil
 opencensus
 opencensus-ext-azure
 opencensus-ext-threading